Articles do not stay open for comments forever. If you can leave a comment and they are open you will see a link at the bottom of the article saying "Leave a Comment" If it just says See Comments, then Comments are closed. It is strictly up to the Author how long comments remain open.

However you can create a topic here and link to the article to re-initiate discussion about an article which may have its comments closed.